Detecting malicious PDF using CNN

no code implementations • ICLR 2020 • Raphael Fettaya, Yishay Mansour

We show, using a data set of 90000 files downloadable online, that our approach maintains a high detection rate (94%) of PDF malware and even detects new malicious files, still undetected by most antiviruses.

Clustering Computer Security

Detecting Change in Seasonal Pattern via Autoencoder and Temporal Regularization

no code implementations • 25 Sep 2019 • Raphael Fettaya, Dor Bank, Rachel Lemberg, Linoy Barel

Change-point detection problem consists of discovering abrupt property changes in the generation process of time-series.

Change Point Detection Time Series +1